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level sales – what was bought, when and in what combination – while brands relied on aggregated “sell-through” data that estimate that quantities that actually reach the end consumer. Because neither side had a full picture, collaboration was key. Brands conducted in-store research, and retailers shared point-of-sale data to improve promotion and supply chain planning.
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